A novel hand reconstruction approach and its application to vulnerability assessment

This is the author’s version of a work that was accepted for publication in Information Sciences. Changes resulting from the publishing process, such as peer review, editing, corrections, structural formatting, and other quality control mechanisms may not be reflected in this document. Changes may h...

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Detalles Bibliográficos
Autores: Gómez-Barrero, Marta, Galbally Herrero, Javier, Morales Moreno, Aythami, Ferrer, Miguel Ángel, Fiérrez Aguilar, Julián, Ortega García, Javier
Tipo de recurso: artículo
Fecha de publicación:2014
País:España
Institución:Universidad Autónoma de Madrid
Repositorio:Biblos-e Archivo. Repositorio Institucional de la UAM
Idioma:inglés
OAI Identifier:oai:repositorio.uam.es:10486/662092
Acceso en línea:http://hdl.handle.net/10486/662092
https://dx.doi.org/10.1016/j.ins.2013.06.015
Access Level:acceso abierto
Palabra clave:Biometric system
Hand recognition
Hand reconstruction
Security
Vulnerability
Telecomunicaciones
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spelling A novel hand reconstruction approach and its application to vulnerability assessmentGómez-Barrero, MartaGalbally Herrero, JavierMorales Moreno, AythamiFerrer, Miguel ÁngelFiérrez Aguilar, JuliánOrtega García, JavierBiometric systemHand recognitionHand reconstructionSecurityVulnerabilityTelecomunicacionesThis is the author’s version of a work that was accepted for publication in Information Sciences. Changes resulting from the publishing process, such as peer review, editing, corrections, structural formatting, and other quality control mechanisms may not be reflected in this document. Changes may have been made to this work since it was submitted for publication. A definitive version was subsequently published in Information Sciences, 238 (2014) DOI: 10.1016/j.ins.2013.06.015The present work proposes a novel probabilistic method to reconstruct a hand shape image from its template. We analyse the degree of similarity between the reconstructed images and the original samples in order to determine whether the synthetic hands are able to deceive hand recognition systems. This analysis is made through the estimation of the success chances of an attack carried out with the synthetic samples against an independent system. The experimental results show that there is a high chance of breaking a hand recognition system using this approach. Furthermore, since it is a probabilistic method, several synthetic images can be generated from each original sample, which increases the success chances of the attack.This work has been partially supported by projects Contexts (S2009/TIC-1485) from CAM, Bio-Challenge (TEC2009-11186), BIOSINT (TEC2012-38630-C04-02) and Bio-Shield (TEC2012-34881) from Spanish MINECO, TABULA RASA (FP7-ICT-257289) and BEAT (FP7-SEC-284989) from EU, and Cátedra UAM-Telefónica. Marta Gomez-Barrero is supported by a FPU Fellowship from Spanish MECD.Elsevier B.V.Departamento de Tecnología Electrónica y de las ComunicacionesEscuela Politécnica SuperiorAnálisis y Tratamiento de Voz y Señales Biométricas (ING EPS-002)20142014-06-01research articlehttp://purl.org/coar/resource_type/c_2df8fbb1AMhttp://purl.org/coar/version/c_ab4af688f83e57aainfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10486/662092https://dx.doi.org/10.1016/j.ins.2013.06.015reponame:Biblos-e Archivo. Repositorio Institucional de la UAMinstname:Universidad Autónoma de MadridInglésengEuropean Commission http://dx.doi.org/10.13039/501100000780 Framework Programme Seven 257289European Commission http://dx.doi.org/10.13039/501100000780 Framework Programme Seven 284989open accesshttp://purl.org/coar/access_right/c_abf2info:eu-repo/semantics/openAccessoai:repositorio.uam.es:10486/6620922026-06-23T12:46:27Z
dc.title.none.fl_str_mv A novel hand reconstruction approach and its application to vulnerability assessment
title A novel hand reconstruction approach and its application to vulnerability assessment
spellingShingle A novel hand reconstruction approach and its application to vulnerability assessment
Gómez-Barrero, Marta
Biometric system
Hand recognition
Hand reconstruction
Security
Vulnerability
Telecomunicaciones
title_short A novel hand reconstruction approach and its application to vulnerability assessment
title_full A novel hand reconstruction approach and its application to vulnerability assessment
title_fullStr A novel hand reconstruction approach and its application to vulnerability assessment
title_full_unstemmed A novel hand reconstruction approach and its application to vulnerability assessment
title_sort A novel hand reconstruction approach and its application to vulnerability assessment
dc.creator.none.fl_str_mv Gómez-Barrero, Marta
Galbally Herrero, Javier
Morales Moreno, Aythami
Ferrer, Miguel Ángel
Fiérrez Aguilar, Julián
Ortega García, Javier
author Gómez-Barrero, Marta
author_facet Gómez-Barrero, Marta
Galbally Herrero, Javier
Morales Moreno, Aythami
Ferrer, Miguel Ángel
Fiérrez Aguilar, Julián
Ortega García, Javier
author_role author
author2 Galbally Herrero, Javier
Morales Moreno, Aythami
Ferrer, Miguel Ángel
Fiérrez Aguilar, Julián
Ortega García, Javier
author2_role author
author
author
author
author
dc.contributor.none.fl_str_mv Departamento de Tecnología Electrónica y de las Comunicaciones
Escuela Politécnica Superior
Análisis y Tratamiento de Voz y Señales Biométricas (ING EPS-002)
dc.subject.none.fl_str_mv Biometric system
Hand recognition
Hand reconstruction
Security
Vulnerability
Telecomunicaciones
topic Biometric system
Hand recognition
Hand reconstruction
Security
Vulnerability
Telecomunicaciones
description This is the author’s version of a work that was accepted for publication in Information Sciences. Changes resulting from the publishing process, such as peer review, editing, corrections, structural formatting, and other quality control mechanisms may not be reflected in this document. Changes may have been made to this work since it was submitted for publication. A definitive version was subsequently published in Information Sciences, 238 (2014) DOI: 10.1016/j.ins.2013.06.015
publishDate 2014
dc.date.none.fl_str_mv 2014
2014-06-01
dc.type.none.fl_str_mv research article
http://purl.org/coar/resource_type/c_2df8fbb1
AM
http://purl.org/coar/version/c_ab4af688f83e57aa
dc.type.openaire.fl_str_mv info:eu-repo/semantics/article
format article
dc.identifier.none.fl_str_mv http://hdl.handle.net/10486/662092
https://dx.doi.org/10.1016/j.ins.2013.06.015
url http://hdl.handle.net/10486/662092
https://dx.doi.org/10.1016/j.ins.2013.06.015
dc.language.none.fl_str_mv Inglés
eng
language_invalid_str_mv Inglés
language eng
dc.relation.none.fl_str_mv European Commission http://dx.doi.org/10.13039/501100000780 Framework Programme Seven 257289
European Commission http://dx.doi.org/10.13039/501100000780 Framework Programme Seven 284989
dc.rights.none.fl_str_mv open access
http://purl.org/coar/access_right/c_abf2
dc.rights.openaire.fl_str_mv info:eu-repo/semantics/openAccess
rights_invalid_str_mv open access
http://purl.org/coar/access_right/c_abf2
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Elsevier B.V.
publisher.none.fl_str_mv Elsevier B.V.
dc.source.none.fl_str_mv reponame:Biblos-e Archivo. Repositorio Institucional de la UAM
instname:Universidad Autónoma de Madrid
instname_str Universidad Autónoma de Madrid
reponame_str Biblos-e Archivo. Repositorio Institucional de la UAM
collection Biblos-e Archivo. Repositorio Institucional de la UAM
repository.name.fl_str_mv
repository.mail.fl_str_mv
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score 15.300719

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